Data Engineering Resources

Data Engineering for AI-Native Architectures: Designing Scalable, Cost-Optimized Data Pipelines to Power GenAI, Agentic AI, and Real-Time Insights

AI-native data platforms demand more than upgrades — learn how teams are building scalable systems for RAG, streaming, embeddings, and orchestration.

August 19, 2025

by Abhishek Gupta

CORE

· 2,953 Views · 2 Likes

What We Learned Migrating to a Pub/Sub Architecture: Real-World Case Studies from High-Traffic Systems

Kafka-powered migration of an e-commerce platform—focused on scalability, fault tolerance, and clean event-driven design.

August 19, 2025

by Ravi Teja Thutari

CORE

· 7,845 Views · 4 Likes

Building SQLGenie: A Natural Language to SQL Query Generator with LLM Integration

This article explores the journey of building SQLGenie, testing various Language Models (LLMs) to find the optimal solution for converting natural language to SQL queries

August 19, 2025

by Sangame Krishnamani

· 4,110 Views · 5 Likes

Agile AI Agents

Can ChatGPT’s Agent Mode really handle agile team tasks? I tested real use cases to see what it can do, what it misses, and where it needs improvement.

August 19, 2025

by Stefan Wolpers

CORE

· 1,814 Views · 3 Likes

Building a Secure and Unified Data Platform

Learn to build a secure GCP stack using a custom VPC, VM with private access, managed Cloud SQL PostgreSQL, and BigQuery for real-time federated queries.

August 19, 2025

by Vani Gundu

· 5,253 Views · 2 Likes

A Retrospective on GenAI Token Consumption and the Role of Caching

Caching is an important technique for enhancing the performance and cost efficiency of diverse cloud native applications, including modern GenAI applications.

August 19, 2025

by Bhala Ranganathan

CORE

· 1,408 Views · 1 Like

What’s Wrong With Data Validation — and How It Relates to the Liskov Substitution Principle

Most systems assume data is valid, causing redundant or missing checks. This article suggests modeling validated data as a separate type.

August 18, 2025

by Mykola Haliullin

· 2,025 Views · 3 Likes

Prompt-Based ETL: Automating SQL Generation for Data Movement With LLMs

Prompt-based ETL uses LLMs to convert plain English into validated, schema-aware SQL, automating data transformation and enabling self-serve analytics.

August 18, 2025

by Saisuman Singamsetty

· 6,720 Views · 4 Likes

Real-Time Analytics Using Zero-ETL for MySQL

Learn how to set up a zero-ETL integration from Amazon RDS for MySQL to Amazon Redshift using AWS CLI for real-time analytics without complex pipelines.

August 18, 2025

by Harpreet Kaur Chawla

· 1,840 Views · 2 Likes

Logging MCP Protocol When Using stdio, Part II

Learn different ways to log the MCP JSON protocol over stdio, with an intro to MCP and a deep dive into its key components and their nuances.

August 18, 2025

by Raghuraman Ramaswamy

CORE

· 3,275 Views · 5 Likes

Building AI Agents With .NET: A Practical Guide

Build autonomous, goal-driven AI agents in .NET using OpenAI’s GPT models. Learn how to integrate perception, reasoning, action, and learning in C#.

August 18, 2025

by Devdas Gupta

· 6,251 Views · 4 Likes

React Server Components in Next.js 15: A Deep Dive

RSC moves logic to the server for faster loads, less JS, and cleaner code. No useEffect, no DOM access. Start small, scale later.

August 18, 2025

by Yusup Izripov

· 3,861 Views · 4 Likes

Architecting Compound AI Systems for Scalable Enterprise Workflows

Learn how to architect modular and secure agentic workflows using compound AI systems for scalable enterprise automation.

August 18, 2025

by Srinivas Sandiri

· 2,075 Views · 2 Likes

My First Practical Agentic App: Using Firebase and Generative AI to Automate Office Tasks

A virtual office assistant that streamlines everyday office duties — drafting emails, summarizing meetings, etc., driven by Generative AI and Firebase.

August 15, 2025

by Lakshmi Narayana Rasalay

· 2,016 Views · 3 Likes

Green DevOps: Building Sustainable Pipelines and Energy-Aware Cloud Deployments

This article explores how teams are measuring energy usage, optimizing pipelines, and deploying eco-conscious applications using modern tools and techniques.

August 15, 2025

by Gideon Ali

· 2,906 Views · 2 Likes

How to Architect a Compliant Cloud for Healthcare Clients (Azure Edition)

We share how we built a secure, compliant cloud on Azure for healthcare clients using native services like RBAC, CMK encryption, and policy enforcement.

August 15, 2025

by Kishore Thota

· 3,360 Views · 3 Likes

How to Build ML Experimentation Platforms You Can Trust?

Trustworthy ML needs more than dashboards — it relies on layered systems with monitoring, testing, and statistical tools to ensure reliable experimentation.

August 15, 2025

by Arun Thomas

· 1,686 Views · 1 Like

Virtualized Containers vs. Bare Metal: The Winner Is…

With the performance of VMs rapidly increasing, is weighing the benefits of containers running on VMs versus bare metal as straightforward as it used to be?

August 15, 2025

by Chris Ward

CORE

· 4,841 Views · 7 Likes

Amazon EMRFS vs HDFS: Which One Is Right for Your Big Data Needs?

Unlock the potential of your data strategy. Discover how EMRFS and HDFS can optimize big data processing on Amazon EMR. Make an informed choice for success.

August 15, 2025

by Satrajit Basu

CORE

· 2,909 Views · 2 Likes

Data Pipeline Architectures: Lessons from Implementing Real-Time Analytics

Real-time pipelines sound great — until you're buried in Kafka ops, broken joins, and silent delays. Here's what actually works, and when simpler tools win.

August 15, 2025

by Chandan Shukla

· 2,370 Views · 2 Likes

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